FeatureAttributionDriftMonitoringSignal Class

Definition

Namespace:

Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401

Assembly:

Az.MachineLearningServices.private.dll

[System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.FeatureAttributionDriftMonitoringSignalTypeConverter))]
public class FeatureAttributionDriftMonitoringSignal : Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.IFeatureAttributionDriftMonitoringSignal, Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Runtime.IValidates

[<System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.FeatureAttributionDriftMonitoringSignalTypeConverter))>]
type FeatureAttributionDriftMonitoringSignal = class
    interface IFeatureAttributionDriftMonitoringSignal
    interface IJsonSerializable
    interface IMonitoringSignalBase
    interface IValidates

Public Class FeatureAttributionDriftMonitoringSignal
Implements IFeatureAttributionDriftMonitoringSignal, IValidates

Inheritance

Object

FeatureAttributionDriftMonitoringSignal

Attributes

TypeConverterAttribute

Implements

IFeatureAttributionDriftMonitoringSignal IMonitoringSignalBase IJsonSerializable IValidates

Constructors

FeatureAttributionDriftMonitoringSignal()

Creates an new FeatureAttributionDriftMonitoringSignal instance.

Properties

FeatureDataTypeOverride	A dictionary that maps feature names to their respective data types.
FeatureImportanceSettingMode	The mode of operation for computing feature importance.
FeatureImportanceSettingTargetColumn	The name of the target column within the input data asset.
MetricThresholdMetric	[Required] The feature attribution metric to calculate.
NotificationType	The current notification mode for this signal.
ProductionData	[Required] The data which drift will be calculated for.
Property	Property dictionary. Properties can be added, but not removed or altered.
ReferenceDataColumn	Mapping of column names to special uses.
ReferenceDataContext	The context metadata of the data source.
ReferenceDataInputDataType	[Required] Specifies the type of signal to monitor.
ReferenceDataJobInputType	[Required] Specifies the type of job.
ReferenceDataUri	[Required] Input Asset URI.
SignalType	[Required] Specifies the type of signal to monitor.
ThresholdValue	The threshold value. If null, the set default is dependent on the metric type.

Methods

DeserializeFromDictionary(IDictionary)	Deserializes a IDictionary into an instance of FeatureAttributionDriftMonitoringSignal.
DeserializeFromPSObject(PSObject)	Deserializes a PSObject into an instance of FeatureAttributionDriftMonitoringSignal.
FromJson(JsonNode)	Deserializes a JsonNode into an instance of Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.IFeatureAttributionDriftMonitoringSignal.
FromJsonString(String)	Creates a new instance of FeatureAttributionDriftMonitoringSignal, deserializing the content from a json string.
ToJson(JsonObject, SerializationMode)	Serializes this instance of FeatureAttributionDriftMonitoringSignal into a JsonNode.
ToJsonString()	Serializes this instance to a json string.
ToString()
Validate(IEventListener)	Validates that this object meets the validation criteria.